Privacy in Cloud Computing through Immersion-based Coding

arXiv:2403.04485v1 Announce Type: new
Abstract: Cloud computing enables users to process and store data remotely on high-performance computers and servers by sharing data over the Internet. However, transferring data to clouds causes unavoidable privacy concerns. Here, we present a synthesis framework to design coding mechanisms that allow sharing and processing data in a privacy-preserving manner without sacrificing data utility and algorithmic performance. We consider the setup where the user aims to run an algorithm in the cloud using private data. …

arxiv cloud cloud computing clouds coding computers computing cs.cr data design framework high internet performance privacy privacy concerns process servers sharing store